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machine-learning

Browse 6 articles tagged with “machine-learning”.

Articles tagged “machine-learning

6 articles

Developer comparing small and large AI model outputs on a monitor
Learning AI·18 min read

A 7B Domain Model Beat Everything We Tried

Domain-specific language models are beating trillion-parameter generalists on vertical tasks. Here's when a 7B model is the right call, how the training pipeline works, and what production teams are shipping today.

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a group of people sitting around a wooden table - Photo by Walls.io on Unsplash
Voice & Conversation·18 min read

Low resource languages: Building voice AI for global, not just English-speaking, markets

While English dominates voice AI, 75-80% of the world's population speaks low-resource languages. Discover how to build voice AI for global markets and unlock untapped opportunities.

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Modern office space with a desk, computer and decor. - Photo by Deliberate Directions on Unsplash
Voice & Conversation·17 min read

The Evolution of Voice Synthesis: Beyond Natural Sounding to Emotionally Intelligent

Industry research shows that 70-75% of enterprises are moving beyond basic voice synthesis to emotionally intelligent systems. Discover how voice AI is evolving from natural-sounding to emotionally aware.

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text - Photo by Artur Shamsutdinov on Unsplash
Agent Architecture·16 min read

How LLMs Changed Agent Training Forever: From Writing Rules to Writing Prompts

LLMs didn't just improve agent training. They changed the entire discipline. Here's what actually shifted, what works in production, and what the industry still gets wrong.

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a woman writing on a white board with a marker - Photo by Walls.io on Unsplash
Knowledge & Memory·16 min read

Echo Chambers: Avoiding Feedback Loop Biases in Voice AI Data Collection

Industry research shows that 45-50% of enterprises struggle with feedback loop biases in voice AI. Discover how to avoid echo chambers and ensure diverse, unbiased data collection.

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Abstract blue and orange horizontal lines pattern - Photo by Logan Voss on Unsplash
Knowledge & Memory·17 min read

Mining the Conversation Long Tail: How Production Data Reveals What Humans Miss

Most teams analyze their top 20 conversation types and ignore the rest. The long tail of rare customer requests holds the patterns that drive real agent improvement. Here is how to mine it.

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